Understanding Machine Learning

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce ...

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Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today's most popular machine l...

Reducere. DescriptionArtificial intelligence and machine learning are considered as hot technologies of this century. As these technologies move from researc...

DescriptionKnow how to do machine learning with Microsoft technologies. This book teaches you to do predictive, descriptive, and prescriptive analy...

Reducere. DescriptionAs its title says, it's the hundred-page machine learning book. It was written by an expert in machine learning holding a Ph.D. in Artif...

The Complete Beginner's Guide to Understanding and Building Machine Learning Systems with Python Machine Learning with Python for Everyone will hel...

Reducere. DescriptionExamine business problems and use a practical analytical approach to solve them by implementing predictive models and machine learning t...

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With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software e...

Contributor(s): Author: Smart ReadsElon Musk, Stephen Hawking and Bill Gates, have proclaimed Artificial Intelligence as a possible threat in the f...

Reducere. DescriptionGain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins...

This book provides a full presentation of the current concepts and available techniques to make "machine learning" systems more explainable. The ap...

Reducere. Learn how to redesign NLP applications from scratch. Key Features Get familiar with the basics of any Machine Learning or Deep Learning application...

Machine learning is a relatively new field, without a unanimous definition. In many ways, actuaries have been machine learners. In both pricing and...

A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representat...

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For practitioners and students with basic understanding of machine learning or data science, this book explains how to build models or predictive s...

With its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental knowledge and practical tools needed...

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Reducere. Easily Boost Your Skills In Python Programming & Become A Master In Deep Learning & Data Analysis Python is an interpreted, high-level, general-pur...

DescriptionThis book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. ...

Reducere. DescriptionThis book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. ...

Packed with examples and illustrations, this book delivers the ideal introduction to machine tool industry, equipping readers with an understanding...

The Easy Introduction to Machine Learning (Ml) for Nontechnical People--In Business and Beyond Artificial Intelligence for Business is your plain-E...

Reducere. Refuel your AI Models and ML applications with High-Quality Optimization and Search Solutions Key FeaturesComplete coverage on practical implementa...

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Learn about the state-of-the-art at the interface between information theory and data science with this first unified treatment of the subject. Wri...

Contributor(s): Author: Francois CholletAuthor: J. J. AllaireSummary Deep Learning with R introduces the world of deep learning using the powerful ...

If you want to learn about big data, then keep reading... Do you want to understand what big data is all about, but you don't get all the hype? Are...

Reducere. Understanding your customers is the key to your company's success Segmentation is one of the first and most basic machine learning methods. It can ...

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Contributor(s): Author: Francois CholletSummary Deep Learning with Python introduces the field of deep learning using the Python language and the p...

If you are looking to master the fundamental concepts of Data Science driven by the Python programming language to develop a solid understanding of...

The Contemporary Introduction to Deep Reinforcement Learning that Combines Theory and Practice Deep reinforcement learning (deep RL) combines deep ...

Reducere. If you want to learn about big data, then keep reading...Do you want to understand what big data is all about, but you don't get all the hype?Are y...

DescriptionWritten by prominent thought leaders in the global fintech space, The AI Book aggregates diverse expertise into a single, informative vo...

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An accessible explanation of the technologies that enable such popular voice-interactive applications as Alexa, Siri, and Google Assistant. Have yo...

DescriptionDeploy deep learning applications into production across multiple platforms. You will work on computer vision applications that use the ...

Reducere. This book describes how neural networks operate from the mathematical point of view. As a result, neural networks can be interpreted both as functi...

Summary Classic Computer Science Problems in Python deepens your knowledge of problem-solving techniques from the realm of computer science by chal...

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Reducere. Artificial intelligence touches nearly every part of your day. While you may initially assume that technology such as smart speakers and digital as...

DescriptionAlgorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to publi...

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Reducere. Algorithmic Trading with Python discusses modern quant trading methods in Python with a heavy focus on pandas, numpy, and scikit-learn. After estab...

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NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, ...

DescriptionAlgorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to publi...

Contributor(s): Author: Tim RoughgardenAlgorithms are the heart and soul of computer science. Their applications range from network routing and com...

Intelligence is at the heart of what makes us human, but the methods we use for identifying, talking about and valuing human intelligence are impov...

DescriptionAdvances in artificial intelligence (AI) highlight the potential of this technology to affect productivity, growth, inequality, market p...

Reducere. As the disciplines of advanced analytics continue to develop and evolve, new methodologies emerge that take advantage of data science and machine l...

This book equips the reader to understand every important aspect of the dynamics of rotating machines. Will the vibration be large? What influences...

Asset pricing theory yields deep insights into crucial market phenomena such as stock market bubbles. Now in a newly revised and updated edition, t...

Reducere. The intelligence displayed by machines is known as artificial intelligence. Autonomously operating cars, intelligent routing in content delivery ne...

This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data scie...

The First Step To Python Mastery Python's popularity is growing tremendously and it's becoming more and more relevant economically and technologica...

DescriptionThe ultimate playbook for using artificial intelligence to communicate effectively, build teams, and win customers Not long ago, we imag...

Make: Electronics explores the properties and applications of discrete components that are the fundamental building blocks of circuit design. Under...

Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, the updated edition o...

Curious About Neural Networks?If you're looking to become familiar with the basics of a neural network, then you have found a resource to help you ...

Curious About Neural Networks?If you're looking to become familiar with the basics of a neural network, then you have found a resource to help you ...

Reducere. Have you ever wondered how you could make the most out of the bread maker sitting on your kitchen countertop?As simple as that appliance might seem...